Edge Ranking of Graphs in Transportation Networks using a Graph Neural Network (GNN). - Debasish Jana; Sven Malama; Sriram Narasimhan; Ertugrul Taciroglu (CoRR, 2023)

Integrating vision and lidar based hyperlocal metadata for optimal capacity expansion planning in hillside road networks. - Sven Malama; Debasish Jana; Sriram Narasimhan; Ertugrul Taciroglu (Adv. Eng. Informatics, 2024)

Risk-Optimal and Equitable Retrofitting Strategy Using a Siamese Graph Neural Network for Earthquake-Induced Landslide Hazards. - Sven Malama; Debasish Jana; Sriram Narasimhan; Ertugrul Taciroglu (J. Comput. Civ. Eng., 2025)

Improving wildfire resilience of road networks through generative models. - Debasish Jana; Sven Malama; Fernando Szasdi Bardales; Riyaaz Uddien Shaik; Sriram Narasimhan; Negar Elhami-Khorasani; Ertugrul Taciroglu (Reliab. Eng. Syst. Saf., 2025)

Optimizing Road Network Resilience with Scalable Machine Learning Algorithms and Hyperlocal Data Fusion - Sven Malama (2025)